Add MoE configs
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- build.toml +1 -0
- ext-torch/configs/E=1,N=14336,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=1,N=14336,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=1,N=1792,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=1,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json +218 -0
- ext-torch/configs/E=1,N=3072,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=1,N=3072,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=1,N=3072,device_name=NVIDIA_H100_80GB_HBM3.json +218 -0
- ext-torch/configs/E=1,N=3584,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=1,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json +218 -0
- ext-torch/configs/E=1,N=7168,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=1,N=7168,device_name=NVIDIA_A100-SXM4-80GB.json +218 -0
- ext-torch/configs/E=16,N=1344,device_name=NVIDIA_A100-SXM4-40GB.json +146 -0
- ext-torch/configs/E=16,N=1344,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=16,N=1344,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=16,N=14336,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=14336,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=16,N=1792,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +218 -0
- ext-torch/configs/E=16,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json +218 -0
- ext-torch/configs/E=16,N=2688,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=16,N=2688,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=16,N=3072,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=3072,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=3200,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +130 -0
- ext-torch/configs/E=16,N=3584,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json +218 -0
- ext-torch/configs/E=16,N=6400,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +130 -0
- ext-torch/configs/E=16,N=7168,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=7168,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=16,N=7168,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json +146 -0
- ext-torch/configs/E=16,N=800,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +130 -0
- ext-torch/configs/E=64,N=1280,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=64,N=1280,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=64,N=640,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=64,N=640,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=8,N=14336,device_name=AMD_Instinct_MI300X.json +200 -0
- ext-torch/configs/E=8,N=14336,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +138 -0
- ext-torch/configs/E=8,N=1792,device_name=AMD_Instinct_MI300X.json +200 -0
- ext-torch/configs/E=8,N=1792,device_name=NVIDIA_A100-SXM4-40GB.json +146 -0
- ext-torch/configs/E=8,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=8,N=1792,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=8,N=2048,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=8,N=2048,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +146 -0
- ext-torch/configs/E=8,N=2048,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=8,N=3584,device_name=AMD_Instinct_MI300X.json +200 -0
- ext-torch/configs/E=8,N=3584,device_name=NVIDIA_A100-SXM4-40GB.json +146 -0
- ext-torch/configs/E=8,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json +146 -0
- ext-torch/configs/E=8,N=3584,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json +146 -0
- ext-torch/configs/E=8,N=3584,device_name=NVIDIA_H100_80GB_HBM3.json +146 -0
- ext-torch/configs/E=8,N=3584,device_name=NVIDIA_L40S.json +173 -0
build.toml
CHANGED
@@ -11,6 +11,7 @@ src = [
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]
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include = [ "." ]
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pyroot = "ext-torch"
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[kernel.moe]
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capabilities = [ "7.0", "7.2", "7.5", "8.0", "8.6", "8.7", "8.9", "9.0" ]
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]
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include = [ "." ]
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pyroot = "ext-torch"
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+
pyext = [ "py", "json" ]
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[kernel.moe]
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capabilities = [ "7.0", "7.2", "7.5", "8.0", "8.6", "8.7", "8.9", "9.0" ]
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ext-torch/configs/E=1,N=14336,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
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{
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"1": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 4
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},
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"2": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 64,
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"num_warps": 4,
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"num_stages": 3
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},
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"4": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 4
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},
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"8": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 3
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},
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"16": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 4
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},
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"24": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
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"num_stages": 5
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},
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"32": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 32,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 2
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},
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"48": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 3
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},
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"64": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 3
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},
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"96": {
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"BLOCK_SIZE_M": 32,
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"BLOCK_SIZE_N": 128,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 1,
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"num_warps": 4,
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"num_stages": 3
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},
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"128": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
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"num_stages": 3
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},
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"256": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"512": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"1024": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 64,
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"num_warps": 4,
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"num_stages": 4
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},
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"1536": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 64,
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"num_warps": 4,
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"num_stages": 4
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},
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"2048": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"3072": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"4096": {
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"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_N": 256,
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"BLOCK_SIZE_K": 64,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
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"num_stages": 4
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}
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}
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ext-torch/configs/E=1,N=14336,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
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{
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"1": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
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"num_stages": 4
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},
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"2": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"4": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
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"num_stages": 4
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},
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"8": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 32,
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"num_warps": 4,
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"num_stages": 4
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},
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"16": {
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"BLOCK_SIZE_M": 16,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 256,
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"GROUP_SIZE_M": 64,
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"num_warps": 4,
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"num_stages": 4
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},
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"24": {
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"BLOCK_SIZE_M": 32,
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"BLOCK_SIZE_N": 64,
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"BLOCK_SIZE_K": 128,
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"GROUP_SIZE_M": 16,
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"num_warps": 4,
|
48 |
+
"num_stages": 5
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 32,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 5
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
+
"GROUP_SIZE_M": 16,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 5
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 256,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 16,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 5
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 64,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 128,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=1,N=1792,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 3
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 32,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
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},
|
42 |
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"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
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"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
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},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 32,
|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 1,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 3
|
57 |
+
},
|
58 |
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"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 8,
|
64 |
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"num_stages": 3
|
65 |
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},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 64,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
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"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 8,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 64,
|
95 |
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"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
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},
|
98 |
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"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
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"BLOCK_SIZE_N": 64,
|
101 |
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"BLOCK_SIZE_K": 64,
|
102 |
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"GROUP_SIZE_M": 1,
|
103 |
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"num_warps": 4,
|
104 |
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"num_stages": 4
|
105 |
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},
|
106 |
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"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 64,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
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"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 64,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 64,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 4
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 64,
|
148 |
+
"BLOCK_SIZE_N": 256,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 16,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 4
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 64,
|
156 |
+
"BLOCK_SIZE_N": 256,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 32,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 4
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 64,
|
164 |
+
"BLOCK_SIZE_N": 256,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 4
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 64,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 32,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 64,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 4
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 64,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 4
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 64,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 4
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 64,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 32,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 4
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 64,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 4
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
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"GROUP_SIZE_M": 16,
|
7 |
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"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
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"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
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"BLOCK_SIZE_N": 64,
|
13 |
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"BLOCK_SIZE_K": 128,
|
14 |
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|
15 |
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"num_warps": 4,
|
16 |
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"num_stages": 5
|
17 |
+
},
|
18 |
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"4": {
|
19 |
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"BLOCK_SIZE_M": 16,
|
20 |
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"BLOCK_SIZE_N": 64,
|
21 |
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"BLOCK_SIZE_K": 128,
|
22 |
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|
23 |
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"num_warps": 4,
|
24 |
+
"num_stages": 5
|
25 |
+
},
|
26 |
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"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
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"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
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"num_stages": 5
|
33 |
+
},
|
34 |
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"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
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"BLOCK_SIZE_K": 128,
|
38 |
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|
39 |
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"num_warps": 4,
|
40 |
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"num_stages": 5
|
41 |
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},
|
42 |
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"24": {
|
43 |
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"BLOCK_SIZE_M": 32,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
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"BLOCK_SIZE_K": 128,
|
46 |
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|
47 |
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"num_warps": 4,
|
48 |
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"num_stages": 5
|
49 |
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},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 32,
|
52 |
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"BLOCK_SIZE_N": 64,
|
53 |
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"BLOCK_SIZE_K": 128,
|
54 |
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|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 5
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 64,
|
60 |
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"BLOCK_SIZE_N": 64,
|
61 |
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|
62 |
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|
63 |
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|
64 |
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|
65 |
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|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 64,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 64,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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|
72 |
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|
73 |
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|
74 |
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"96": {
|
75 |
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|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
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|
78 |
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|
79 |
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"num_warps": 4,
|
80 |
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|
81 |
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},
|
82 |
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"128": {
|
83 |
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|
84 |
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"BLOCK_SIZE_N": 128,
|
85 |
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"BLOCK_SIZE_K": 64,
|
86 |
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|
87 |
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"num_warps": 4,
|
88 |
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"num_stages": 4
|
89 |
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},
|
90 |
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"256": {
|
91 |
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"BLOCK_SIZE_M": 128,
|
92 |
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"BLOCK_SIZE_N": 128,
|
93 |
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"BLOCK_SIZE_K": 64,
|
94 |
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"GROUP_SIZE_M": 1,
|
95 |
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"num_warps": 8,
|
96 |
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"num_stages": 3
|
97 |
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},
|
98 |
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"512": {
|
99 |
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"BLOCK_SIZE_M": 128,
|
100 |
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"BLOCK_SIZE_N": 256,
|
101 |
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"BLOCK_SIZE_K": 64,
|
102 |
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"GROUP_SIZE_M": 1,
|
103 |
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"num_warps": 8,
|
104 |
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|
105 |
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},
|
106 |
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"1024": {
|
107 |
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"BLOCK_SIZE_M": 64,
|
108 |
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"BLOCK_SIZE_N": 128,
|
109 |
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"BLOCK_SIZE_K": 64,
|
110 |
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"GROUP_SIZE_M": 1,
|
111 |
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"num_warps": 4,
|
112 |
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"num_stages": 4
|
113 |
+
},
|
114 |
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"1536": {
|
115 |
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"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
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"BLOCK_SIZE_K": 64,
|
118 |
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"GROUP_SIZE_M": 16,
|
119 |
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"num_warps": 4,
|
120 |
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"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
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"BLOCK_SIZE_M": 128,
|
124 |
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"BLOCK_SIZE_N": 128,
|
125 |
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"BLOCK_SIZE_K": 64,
|
126 |
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"GROUP_SIZE_M": 64,
|
127 |
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"num_warps": 4,
|
128 |
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"num_stages": 3
|
129 |
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},
|
130 |
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"3072": {
|
131 |
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"BLOCK_SIZE_M": 128,
|
132 |
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"BLOCK_SIZE_N": 128,
|
133 |
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"BLOCK_SIZE_K": 64,
|
134 |
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"GROUP_SIZE_M": 64,
|
135 |
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"num_warps": 4,
|
136 |
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"num_stages": 3
|
137 |
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},
|
138 |
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"4096": {
|
139 |
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"BLOCK_SIZE_M": 128,
|
140 |
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"BLOCK_SIZE_N": 128,
|
141 |
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"BLOCK_SIZE_K": 64,
|
142 |
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"GROUP_SIZE_M": 16,
|
143 |
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"num_warps": 4,
|
144 |
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"num_stages": 3
|
145 |
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},
|
146 |
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"5120": {
|
147 |
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"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
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"BLOCK_SIZE_K": 64,
|
150 |
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"GROUP_SIZE_M": 16,
|
151 |
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"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
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"BLOCK_SIZE_M": 128,
|
156 |
+
"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 16,
|
159 |
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"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
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"13312": {
|
163 |
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"BLOCK_SIZE_M": 128,
|
164 |
+
"BLOCK_SIZE_N": 128,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 128,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
+
"BLOCK_SIZE_N": 128,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=3072,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
|
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|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 32,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 5
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 128,
|
84 |
+
"BLOCK_SIZE_N": 32,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 16,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
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"BLOCK_SIZE_K": 64,
|
118 |
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"GROUP_SIZE_M": 64,
|
119 |
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"num_warps": 4,
|
120 |
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"num_stages": 4
|
121 |
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},
|
122 |
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"2048": {
|
123 |
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"BLOCK_SIZE_M": 64,
|
124 |
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"BLOCK_SIZE_N": 256,
|
125 |
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"BLOCK_SIZE_K": 64,
|
126 |
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"GROUP_SIZE_M": 64,
|
127 |
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"num_warps": 4,
|
128 |
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"num_stages": 4
|
129 |
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},
|
130 |
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"3072": {
|
131 |
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"BLOCK_SIZE_M": 64,
|
132 |
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"BLOCK_SIZE_N": 256,
|
133 |
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"BLOCK_SIZE_K": 64,
|
134 |
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"GROUP_SIZE_M": 32,
|
135 |
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"num_warps": 4,
|
136 |
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"num_stages": 4
|
137 |
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},
|
138 |
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"4096": {
|
139 |
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"BLOCK_SIZE_M": 64,
|
140 |
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"BLOCK_SIZE_N": 256,
|
141 |
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"BLOCK_SIZE_K": 64,
|
142 |
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"GROUP_SIZE_M": 16,
|
143 |
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"num_warps": 4,
|
144 |
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"num_stages": 4
|
145 |
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|
146 |
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"5120": {
|
147 |
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"BLOCK_SIZE_M": 64,
|
148 |
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"BLOCK_SIZE_N": 256,
|
149 |
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"BLOCK_SIZE_K": 64,
|
150 |
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"GROUP_SIZE_M": 16,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 4
|
153 |
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},
|
154 |
+
"9216": {
|
155 |
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"BLOCK_SIZE_M": 64,
|
156 |
+
"BLOCK_SIZE_N": 256,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
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"GROUP_SIZE_M": 32,
|
159 |
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"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
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"13312": {
|
163 |
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"BLOCK_SIZE_M": 64,
|
164 |
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"BLOCK_SIZE_N": 256,
|
165 |
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"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 32,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 4
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 64,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 64,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 4
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 64,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 4
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 64,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 32,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 4
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 64,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 4
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 64,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 4
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=3072,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
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"num_warps": 8,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
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"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
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"BLOCK_SIZE_K": 128,
|
22 |
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"GROUP_SIZE_M": 1,
|
23 |
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"num_warps": 8,
|
24 |
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"num_stages": 5
|
25 |
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},
|
26 |
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"8": {
|
27 |
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"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
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"GROUP_SIZE_M": 1,
|
31 |
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"num_warps": 8,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
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"16": {
|
35 |
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"BLOCK_SIZE_M": 16,
|
36 |
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"BLOCK_SIZE_N": 64,
|
37 |
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"BLOCK_SIZE_K": 128,
|
38 |
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"GROUP_SIZE_M": 1,
|
39 |
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"num_warps": 8,
|
40 |
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"num_stages": 5
|
41 |
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},
|
42 |
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"24": {
|
43 |
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"BLOCK_SIZE_M": 32,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
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"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 1,
|
47 |
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"num_warps": 8,
|
48 |
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"num_stages": 3
|
49 |
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},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 32,
|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 1,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 5
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 64,
|
60 |
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"BLOCK_SIZE_N": 32,
|
61 |
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"BLOCK_SIZE_K": 256,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 3
|
65 |
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},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 64,
|
68 |
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"BLOCK_SIZE_N": 32,
|
69 |
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"BLOCK_SIZE_K": 256,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 64,
|
76 |
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"BLOCK_SIZE_N": 64,
|
77 |
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"BLOCK_SIZE_K": 256,
|
78 |
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"GROUP_SIZE_M": 1,
|
79 |
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"num_warps": 4,
|
80 |
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"num_stages": 2
|
81 |
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},
|
82 |
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"128": {
|
83 |
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"BLOCK_SIZE_M": 64,
|
84 |
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"BLOCK_SIZE_N": 64,
|
85 |
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"BLOCK_SIZE_K": 256,
|
86 |
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"GROUP_SIZE_M": 1,
|
87 |
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"num_warps": 4,
|
88 |
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"num_stages": 2
|
89 |
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},
|
90 |
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"256": {
|
91 |
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"BLOCK_SIZE_M": 256,
|
92 |
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"BLOCK_SIZE_N": 64,
|
93 |
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"BLOCK_SIZE_K": 128,
|
94 |
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"GROUP_SIZE_M": 64,
|
95 |
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"num_warps": 8,
|
96 |
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"num_stages": 3
|
97 |
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},
|
98 |
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"512": {
|
99 |
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"BLOCK_SIZE_M": 256,
|
100 |
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"BLOCK_SIZE_N": 128,
|
101 |
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"BLOCK_SIZE_K": 128,
|
102 |
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"GROUP_SIZE_M": 1,
|
103 |
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"num_warps": 8,
|
104 |
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"num_stages": 3
|
105 |
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},
|
106 |
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"1024": {
|
107 |
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"BLOCK_SIZE_M": 256,
|
108 |
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"BLOCK_SIZE_N": 128,
|
109 |
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"BLOCK_SIZE_K": 128,
|
110 |
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"GROUP_SIZE_M": 1,
|
111 |
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"num_warps": 8,
|
112 |
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"num_stages": 3
|
113 |
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},
|
114 |
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"1536": {
|
115 |
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"BLOCK_SIZE_M": 256,
|
116 |
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"BLOCK_SIZE_N": 128,
|
117 |
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"BLOCK_SIZE_K": 128,
|
118 |
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"GROUP_SIZE_M": 1,
|
119 |
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"num_warps": 8,
|
120 |
+
"num_stages": 3
|
121 |
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},
|
122 |
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"2048": {
|
123 |
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"BLOCK_SIZE_M": 256,
|
124 |
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"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 128,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 3
|
129 |
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},
|
130 |
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"3072": {
|
131 |
+
"BLOCK_SIZE_M": 256,
|
132 |
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"BLOCK_SIZE_N": 128,
|
133 |
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"BLOCK_SIZE_K": 128,
|
134 |
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"GROUP_SIZE_M": 1,
|
135 |
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"num_warps": 8,
|
136 |
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"num_stages": 3
|
137 |
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},
|
138 |
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"4096": {
|
139 |
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"BLOCK_SIZE_M": 256,
|
140 |
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"BLOCK_SIZE_N": 128,
|
141 |
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"BLOCK_SIZE_K": 128,
|
142 |
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"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 256,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
+
"BLOCK_SIZE_K": 128,
|
150 |
+
"GROUP_SIZE_M": 1,
|
151 |
+
"num_warps": 8,
|
152 |
+
"num_stages": 3
|
153 |
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},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 256,
|
156 |
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"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 128,
|
158 |
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"GROUP_SIZE_M": 1,
|
159 |
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"num_warps": 8,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 256,
|
164 |
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"BLOCK_SIZE_N": 128,
|
165 |
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"BLOCK_SIZE_K": 128,
|
166 |
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"GROUP_SIZE_M": 1,
|
167 |
+
"num_warps": 8,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 256,
|
172 |
+
"BLOCK_SIZE_N": 128,
|
173 |
+
"BLOCK_SIZE_K": 128,
|
174 |
+
"GROUP_SIZE_M": 1,
|
175 |
+
"num_warps": 8,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 256,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 128,
|
182 |
+
"GROUP_SIZE_M": 1,
|
183 |
+
"num_warps": 8,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 256,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
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|
190 |
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|
191 |
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"num_warps": 8,
|
192 |
+
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|
193 |
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|
194 |
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"41984": {
|
195 |
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"BLOCK_SIZE_M": 256,
|
196 |
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"BLOCK_SIZE_N": 128,
|
197 |
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"BLOCK_SIZE_K": 128,
|
198 |
+
"GROUP_SIZE_M": 1,
|
199 |
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"num_warps": 8,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
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"50176": {
|
203 |
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"BLOCK_SIZE_M": 256,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
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"BLOCK_SIZE_K": 128,
|
206 |
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"GROUP_SIZE_M": 1,
|
207 |
+
"num_warps": 8,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 256,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 128,
|
214 |
+
"GROUP_SIZE_M": 1,
|
215 |
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"num_warps": 8,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=3072,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
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|
7 |
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"num_warps": 4,
|
8 |
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"num_stages": 4
|
9 |
+
},
|
10 |
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"2": {
|
11 |
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"BLOCK_SIZE_M": 16,
|
12 |
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"BLOCK_SIZE_N": 64,
|
13 |
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"BLOCK_SIZE_K": 256,
|
14 |
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|
15 |
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"num_warps": 4,
|
16 |
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"num_stages": 3
|
17 |
+
},
|
18 |
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"4": {
|
19 |
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"BLOCK_SIZE_M": 16,
|
20 |
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"BLOCK_SIZE_N": 64,
|
21 |
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|
22 |
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|
23 |
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|
24 |
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"num_stages": 3
|
25 |
+
},
|
26 |
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"8": {
|
27 |
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"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
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"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
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"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
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"BLOCK_SIZE_K": 256,
|
38 |
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|
39 |
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|
40 |
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"num_stages": 5
|
41 |
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},
|
42 |
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"24": {
|
43 |
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"BLOCK_SIZE_M": 32,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
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"BLOCK_SIZE_K": 256,
|
46 |
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|
47 |
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|
48 |
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"num_stages": 4
|
49 |
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},
|
50 |
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"32": {
|
51 |
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|
52 |
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"BLOCK_SIZE_N": 64,
|
53 |
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"BLOCK_SIZE_K": 128,
|
54 |
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|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 5
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 64,
|
60 |
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"BLOCK_SIZE_N": 64,
|
61 |
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"BLOCK_SIZE_K": 128,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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|
65 |
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|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 64,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 128,
|
70 |
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|
71 |
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|
72 |
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|
73 |
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|
74 |
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"96": {
|
75 |
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|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
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"BLOCK_SIZE_K": 128,
|
78 |
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|
79 |
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|
80 |
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|
81 |
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|
82 |
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"128": {
|
83 |
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|
84 |
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"BLOCK_SIZE_N": 128,
|
85 |
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"BLOCK_SIZE_K": 128,
|
86 |
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|
87 |
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"num_warps": 4,
|
88 |
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"num_stages": 4
|
89 |
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},
|
90 |
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"256": {
|
91 |
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"BLOCK_SIZE_M": 128,
|
92 |
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"BLOCK_SIZE_N": 128,
|
93 |
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"BLOCK_SIZE_K": 64,
|
94 |
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"GROUP_SIZE_M": 64,
|
95 |
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"num_warps": 8,
|
96 |
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"num_stages": 5
|
97 |
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},
|
98 |
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"512": {
|
99 |
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"BLOCK_SIZE_M": 128,
|
100 |
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"BLOCK_SIZE_N": 256,
|
101 |
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"BLOCK_SIZE_K": 64,
|
102 |
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|
103 |
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"num_warps": 8,
|
104 |
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|
105 |
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},
|
106 |
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"1024": {
|
107 |
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"BLOCK_SIZE_M": 128,
|
108 |
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"BLOCK_SIZE_N": 256,
|
109 |
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"BLOCK_SIZE_K": 64,
|
110 |
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"GROUP_SIZE_M": 32,
|
111 |
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"num_warps": 8,
|
112 |
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"num_stages": 4
|
113 |
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},
|
114 |
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"1536": {
|
115 |
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"BLOCK_SIZE_M": 128,
|
116 |
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"BLOCK_SIZE_N": 256,
|
117 |
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"BLOCK_SIZE_K": 64,
|
118 |
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"GROUP_SIZE_M": 32,
|
119 |
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"num_warps": 8,
|
120 |
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"num_stages": 4
|
121 |
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},
|
122 |
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"2048": {
|
123 |
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"BLOCK_SIZE_M": 128,
|
124 |
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"BLOCK_SIZE_N": 256,
|
125 |
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"BLOCK_SIZE_K": 64,
|
126 |
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"GROUP_SIZE_M": 16,
|
127 |
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"num_warps": 8,
|
128 |
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|
129 |
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},
|
130 |
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"3072": {
|
131 |
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"BLOCK_SIZE_M": 128,
|
132 |
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"BLOCK_SIZE_N": 256,
|
133 |
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"BLOCK_SIZE_K": 64,
|
134 |
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|
135 |
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|
136 |
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|
137 |
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},
|
138 |
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"4096": {
|
139 |
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|
140 |
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|
141 |
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"BLOCK_SIZE_K": 64,
|
142 |
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|
143 |
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|
144 |
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|
145 |
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},
|
146 |
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"5120": {
|
147 |
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|
148 |
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"BLOCK_SIZE_N": 256,
|
149 |
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|
150 |
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|
151 |
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|
152 |
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"num_stages": 4
|
153 |
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},
|
154 |
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"9216": {
|
155 |
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"BLOCK_SIZE_M": 128,
|
156 |
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|
157 |
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|
158 |
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|
159 |
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|
160 |
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|
161 |
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},
|
162 |
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"13312": {
|
163 |
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|
164 |
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"BLOCK_SIZE_N": 256,
|
165 |
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"BLOCK_SIZE_K": 64,
|
166 |
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|
167 |
+
"num_warps": 8,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
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"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 8,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
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|
184 |
+
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|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
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|
191 |
+
"num_warps": 8,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 8,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 8,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 8,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=3584,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
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|
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|
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|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 32,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 16,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 32,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 8,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 64,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 256,
|
108 |
+
"BLOCK_SIZE_N": 32,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
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"BLOCK_SIZE_K": 64,
|
134 |
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"GROUP_SIZE_M": 32,
|
135 |
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"num_warps": 4,
|
136 |
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"num_stages": 4
|
137 |
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},
|
138 |
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"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
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"BLOCK_SIZE_K": 64,
|
142 |
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"GROUP_SIZE_M": 64,
|
143 |
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"num_warps": 4,
|
144 |
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"num_stages": 4
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 64,
|
148 |
+
"BLOCK_SIZE_N": 256,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 32,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 4
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 64,
|
156 |
+
"BLOCK_SIZE_N": 256,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 32,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 4
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 64,
|
164 |
+
"BLOCK_SIZE_N": 256,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 4
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 64,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 64,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 4
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 64,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 4
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 64,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 4
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 64,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 4
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 64,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 4
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 32,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
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"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
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"num_stages": 4
|
25 |
+
},
|
26 |
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"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 5
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
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"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 5
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 32,
|
52 |
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"BLOCK_SIZE_N": 128,
|
53 |
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"BLOCK_SIZE_K": 128,
|
54 |
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"GROUP_SIZE_M": 16,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 4
|
57 |
+
},
|
58 |
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"48": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 5
|
65 |
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},
|
66 |
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"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 64,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 5
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
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"GROUP_SIZE_M": 1,
|
79 |
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"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
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"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
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"GROUP_SIZE_M": 1,
|
95 |
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"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
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"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 64,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
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"GROUP_SIZE_M": 1,
|
103 |
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"num_warps": 8,
|
104 |
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"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
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"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 16,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 128,
|
156 |
+
"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 16,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 128,
|
164 |
+
"BLOCK_SIZE_N": 128,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 128,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
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|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
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"BLOCK_SIZE_N": 128,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
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"GROUP_SIZE_M": 16,
|
199 |
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|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
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"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=7168,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
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"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 3
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 32,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
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"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
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"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
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"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 1,
|
47 |
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"num_warps": 4,
|
48 |
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"num_stages": 3
|
49 |
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},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 32,
|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 1,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 3
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 32,
|
61 |
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"BLOCK_SIZE_K": 128,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 3
|
65 |
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},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 32,
|
68 |
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"BLOCK_SIZE_N": 128,
|
69 |
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"BLOCK_SIZE_K": 128,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 32,
|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
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"BLOCK_SIZE_K": 128,
|
78 |
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"GROUP_SIZE_M": 1,
|
79 |
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"num_warps": 4,
|
80 |
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"num_stages": 3
|
81 |
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},
|
82 |
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"128": {
|
83 |
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"BLOCK_SIZE_M": 128,
|
84 |
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"BLOCK_SIZE_N": 32,
|
85 |
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"BLOCK_SIZE_K": 128,
|
86 |
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"GROUP_SIZE_M": 1,
|
87 |
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"num_warps": 4,
|
88 |
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"num_stages": 3
|
89 |
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},
|
90 |
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"256": {
|
91 |
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"BLOCK_SIZE_M": 64,
|
92 |
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"BLOCK_SIZE_N": 64,
|
93 |
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"BLOCK_SIZE_K": 64,
|
94 |
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"GROUP_SIZE_M": 1,
|
95 |
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"num_warps": 4,
|
96 |
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"num_stages": 3
|
97 |
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},
|
98 |
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"512": {
|
99 |
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"BLOCK_SIZE_M": 64,
|
100 |
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"BLOCK_SIZE_N": 256,
|
101 |
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"BLOCK_SIZE_K": 64,
|
102 |
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"GROUP_SIZE_M": 16,
|
103 |
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"num_warps": 4,
|
104 |
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"num_stages": 4
|
105 |
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},
|
106 |
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"1024": {
|
107 |
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"BLOCK_SIZE_M": 64,
|
108 |
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"BLOCK_SIZE_N": 256,
|
109 |
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"BLOCK_SIZE_K": 64,
|
110 |
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"GROUP_SIZE_M": 16,
|
111 |
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"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
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"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
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"BLOCK_SIZE_K": 64,
|
118 |
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"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
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"BLOCK_SIZE_M": 64,
|
124 |
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"BLOCK_SIZE_N": 256,
|
125 |
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"BLOCK_SIZE_K": 64,
|
126 |
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"GROUP_SIZE_M": 32,
|
127 |
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"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
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},
|
130 |
+
"3072": {
|
131 |
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"BLOCK_SIZE_M": 64,
|
132 |
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"BLOCK_SIZE_N": 256,
|
133 |
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"BLOCK_SIZE_K": 64,
|
134 |
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"GROUP_SIZE_M": 64,
|
135 |
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"num_warps": 4,
|
136 |
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"num_stages": 4
|
137 |
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},
|
138 |
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"4096": {
|
139 |
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"BLOCK_SIZE_M": 64,
|
140 |
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"BLOCK_SIZE_N": 256,
|
141 |
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"BLOCK_SIZE_K": 64,
|
142 |
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"GROUP_SIZE_M": 32,
|
143 |
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"num_warps": 4,
|
144 |
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"num_stages": 4
|
145 |
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},
|
146 |
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"5120": {
|
147 |
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"BLOCK_SIZE_M": 64,
|
148 |
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"BLOCK_SIZE_N": 256,
|
149 |
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"BLOCK_SIZE_K": 64,
|
150 |
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"GROUP_SIZE_M": 32,
|
151 |
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"num_warps": 4,
|
152 |
+
"num_stages": 4
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
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"BLOCK_SIZE_M": 64,
|
156 |
+
"BLOCK_SIZE_N": 256,
|
157 |
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"BLOCK_SIZE_K": 64,
|
158 |
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"GROUP_SIZE_M": 32,
|
159 |
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"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
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"BLOCK_SIZE_M": 64,
|
164 |
+
"BLOCK_SIZE_N": 256,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
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"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 4
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 64,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 64,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 4
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 64,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 4
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 64,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 4
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 64,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 4
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 64,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 4
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=1,N=7168,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,218 @@
|
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|
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|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 5
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 32,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 64,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 5
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 32,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 64,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 64,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 16,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 16,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 128,
|
156 |
+
"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 16,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 128,
|
164 |
+
"BLOCK_SIZE_N": 128,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 128,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
+
"BLOCK_SIZE_N": 128,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=16,N=1344,device_name=NVIDIA_A100-SXM4-40GB.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 32,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 32,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=1344,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 1,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=1344,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
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|
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|
|
|
|
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|
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|
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|
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|
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|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 8,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 16,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 32,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=14336,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
|
|
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|
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|
|
|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
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|
|
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|
|
|
|
|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 8,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 32,
|
63 |
+
"num_warps": 8,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 32,
|
71 |
+
"num_warps": 8,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=14336,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
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|
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|
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|
|
|
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 32,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 5
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 2
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 8,
|
48 |
+
"num_stages": 5
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 8,
|
56 |
+
"num_stages": 5
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 8,
|
64 |
+
"num_stages": 5
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 8,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 256,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 5
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=1792,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,218 @@
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|
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|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
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"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
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"4": {
|
19 |
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"BLOCK_SIZE_M": 16,
|
20 |
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"BLOCK_SIZE_N": 64,
|
21 |
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"BLOCK_SIZE_K": 128,
|
22 |
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"GROUP_SIZE_M": 1,
|
23 |
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"num_warps": 4,
|
24 |
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"num_stages": 5
|
25 |
+
},
|
26 |
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"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
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"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
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"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
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"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
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"num_stages": 4
|
41 |
+
},
|
42 |
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"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
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"GROUP_SIZE_M": 16,
|
47 |
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"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 64,
|
53 |
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"BLOCK_SIZE_K": 128,
|
54 |
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"GROUP_SIZE_M": 16,
|
55 |
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"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 32,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 32,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 16,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 64,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 64,
|
148 |
+
"BLOCK_SIZE_N": 256,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 1,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 64,
|
156 |
+
"BLOCK_SIZE_N": 256,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 1,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 64,
|
164 |
+
"BLOCK_SIZE_N": 256,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 1,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 4
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 64,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 1,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 64,
|
180 |
+
"BLOCK_SIZE_N": 256,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 4
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 64,
|
188 |
+
"BLOCK_SIZE_N": 256,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 1,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 4
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 64,
|
196 |
+
"BLOCK_SIZE_N": 256,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 1,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 4
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 64,
|
204 |
+
"BLOCK_SIZE_N": 256,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 32,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 4
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 64,
|
212 |
+
"BLOCK_SIZE_N": 256,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 4
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=16,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,218 @@
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|
|
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|
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 8,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 32,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 3
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 16,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 5
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 5
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
+
"num_stages": 2
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 5
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 2
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 256,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 1,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 128,
|
156 |
+
"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 16,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 128,
|
164 |
+
"BLOCK_SIZE_N": 128,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 128,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 4,
|
176 |
+
"num_stages": 3
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
+
"BLOCK_SIZE_N": 128,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=16,N=2688,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
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|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 8,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 64,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=2688,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 32,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 16,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 16,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 64,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 32,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 32,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=3072,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 5
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 8,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 5
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 5
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=3072,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 8,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 5
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
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"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
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"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 4,
|
48 |
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"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 32,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 4
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 64,
|
61 |
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"BLOCK_SIZE_K": 256,
|
62 |
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"GROUP_SIZE_M": 64,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 4
|
65 |
+
},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 16,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 256,
|
70 |
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"GROUP_SIZE_M": 32,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 16,
|
76 |
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"BLOCK_SIZE_N": 64,
|
77 |
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"BLOCK_SIZE_K": 256,
|
78 |
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"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
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"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 5
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 256,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 128,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 5
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 64,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 5
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 256,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 128,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=3200,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,130 @@
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"3328": {
|
3 |
+
"BLOCK_SIZE_M": 64,
|
4 |
+
"BLOCK_SIZE_N": 256,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 2
|
9 |
+
},
|
10 |
+
"1024": {
|
11 |
+
"BLOCK_SIZE_M": 64,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 32,
|
14 |
+
"GROUP_SIZE_M": 32,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"3072": {
|
19 |
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"BLOCK_SIZE_M": 64,
|
20 |
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"BLOCK_SIZE_N": 256,
|
21 |
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"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 2
|
25 |
+
},
|
26 |
+
"256": {
|
27 |
+
"BLOCK_SIZE_M": 32,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 8,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"768": {
|
35 |
+
"BLOCK_SIZE_M": 128,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
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"GROUP_SIZE_M": 8,
|
39 |
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"num_warps": 4,
|
40 |
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"num_stages": 4
|
41 |
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},
|
42 |
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"1792": {
|
43 |
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"BLOCK_SIZE_M": 128,
|
44 |
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"BLOCK_SIZE_N": 128,
|
45 |
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"BLOCK_SIZE_K": 64,
|
46 |
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|
47 |
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"num_warps": 4,
|
48 |
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"num_stages": 4
|
49 |
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},
|
50 |
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"2560": {
|
51 |
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"BLOCK_SIZE_M": 64,
|
52 |
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"BLOCK_SIZE_N": 256,
|
53 |
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"BLOCK_SIZE_K": 64,
|
54 |
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"GROUP_SIZE_M": 32,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 2
|
57 |
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},
|
58 |
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"2816": {
|
59 |
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"BLOCK_SIZE_M": 128,
|
60 |
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"BLOCK_SIZE_N": 128,
|
61 |
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"BLOCK_SIZE_K": 64,
|
62 |
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"GROUP_SIZE_M": 16,
|
63 |
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"num_warps": 4,
|
64 |
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|
65 |
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},
|
66 |
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"3584": {
|
67 |
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"BLOCK_SIZE_M": 64,
|
68 |
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"BLOCK_SIZE_N": 256,
|
69 |
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"BLOCK_SIZE_K": 64,
|
70 |
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"GROUP_SIZE_M": 32,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 2
|
73 |
+
},
|
74 |
+
"1536": {
|
75 |
+
"BLOCK_SIZE_M": 64,
|
76 |
+
"BLOCK_SIZE_N": 256,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 2
|
81 |
+
},
|
82 |
+
"2048": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 256,
|
85 |
+
"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 64,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"512": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 8,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"3840": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 16,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1280": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 2
|
113 |
+
},
|
114 |
+
"2304": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 2
|
121 |
+
},
|
122 |
+
"4096": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 2
|
129 |
+
}
|
130 |
+
}
|
ext-torch/configs/E=16,N=3584,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
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"num_warps": 4,
|
48 |
+
"num_stages": 2
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 32,
|
53 |
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"BLOCK_SIZE_K": 128,
|
54 |
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"GROUP_SIZE_M": 16,
|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 3
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 64,
|
61 |
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"BLOCK_SIZE_K": 128,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 3
|
65 |
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},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 16,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 128,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 16,
|
76 |
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"BLOCK_SIZE_N": 64,
|
77 |
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"BLOCK_SIZE_K": 128,
|
78 |
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"GROUP_SIZE_M": 16,
|
79 |
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"num_warps": 4,
|
80 |
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"num_stages": 3
|
81 |
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},
|
82 |
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"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
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"BLOCK_SIZE_K": 128,
|
86 |
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"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
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"GROUP_SIZE_M": 64,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
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"BLOCK_SIZE_N": 256,
|
117 |
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"BLOCK_SIZE_K": 64,
|
118 |
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"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
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"num_stages": 3
|
121 |
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},
|
122 |
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"2048": {
|
123 |
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"BLOCK_SIZE_M": 64,
|
124 |
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"BLOCK_SIZE_N": 256,
|
125 |
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|
126 |
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"GROUP_SIZE_M": 64,
|
127 |
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"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
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"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
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"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 32,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,218 @@
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|
1 |
+
{
|
2 |
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|
3 |
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"BLOCK_SIZE_M": 16,
|
4 |
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"BLOCK_SIZE_N": 128,
|
5 |
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"BLOCK_SIZE_K": 128,
|
6 |
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"GROUP_SIZE_M": 1,
|
7 |
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"num_warps": 4,
|
8 |
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"num_stages": 3
|
9 |
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},
|
10 |
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"2": {
|
11 |
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|
12 |
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|
13 |
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"BLOCK_SIZE_K": 256,
|
14 |
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|
15 |
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"num_warps": 4,
|
16 |
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|
17 |
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|
18 |
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"4": {
|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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"8": {
|
27 |
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|
28 |
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|
29 |
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"BLOCK_SIZE_K": 128,
|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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"16": {
|
35 |
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"BLOCK_SIZE_M": 16,
|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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},
|
42 |
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"24": {
|
43 |
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"BLOCK_SIZE_M": 16,
|
44 |
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"BLOCK_SIZE_N": 128,
|
45 |
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|
46 |
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|
47 |
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"num_warps": 8,
|
48 |
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|
49 |
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|
50 |
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"32": {
|
51 |
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|
52 |
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|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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|
55 |
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"num_warps": 4,
|
56 |
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"num_stages": 3
|
57 |
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},
|
58 |
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"48": {
|
59 |
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"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 64,
|
61 |
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"BLOCK_SIZE_K": 256,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
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"num_stages": 5
|
65 |
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},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 16,
|
68 |
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"BLOCK_SIZE_N": 64,
|
69 |
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"BLOCK_SIZE_K": 256,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 4,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 32,
|
76 |
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"BLOCK_SIZE_N": 128,
|
77 |
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"BLOCK_SIZE_K": 128,
|
78 |
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"GROUP_SIZE_M": 1,
|
79 |
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"num_warps": 4,
|
80 |
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"num_stages": 5
|
81 |
+
},
|
82 |
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"128": {
|
83 |
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"BLOCK_SIZE_M": 32,
|
84 |
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"BLOCK_SIZE_N": 128,
|
85 |
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"BLOCK_SIZE_K": 128,
|
86 |
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"GROUP_SIZE_M": 1,
|
87 |
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"num_warps": 4,
|
88 |
+
"num_stages": 5
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
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"GROUP_SIZE_M": 1,
|
95 |
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"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
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"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
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"num_warps": 8,
|
104 |
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"num_stages": 5
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
},
|
146 |
+
"5120": {
|
147 |
+
"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 128,
|
149 |
+
"BLOCK_SIZE_K": 64,
|
150 |
+
"GROUP_SIZE_M": 32,
|
151 |
+
"num_warps": 4,
|
152 |
+
"num_stages": 3
|
153 |
+
},
|
154 |
+
"9216": {
|
155 |
+
"BLOCK_SIZE_M": 128,
|
156 |
+
"BLOCK_SIZE_N": 128,
|
157 |
+
"BLOCK_SIZE_K": 64,
|
158 |
+
"GROUP_SIZE_M": 16,
|
159 |
+
"num_warps": 4,
|
160 |
+
"num_stages": 3
|
161 |
+
},
|
162 |
+
"13312": {
|
163 |
+
"BLOCK_SIZE_M": 128,
|
164 |
+
"BLOCK_SIZE_N": 128,
|
165 |
+
"BLOCK_SIZE_K": 64,
|
166 |
+
"GROUP_SIZE_M": 16,
|
167 |
+
"num_warps": 4,
|
168 |
+
"num_stages": 3
|
169 |
+
},
|
170 |
+
"17408": {
|
171 |
+
"BLOCK_SIZE_M": 128,
|
172 |
+
"BLOCK_SIZE_N": 256,
|
173 |
+
"BLOCK_SIZE_K": 64,
|
174 |
+
"GROUP_SIZE_M": 16,
|
175 |
+
"num_warps": 8,
|
176 |
+
"num_stages": 4
|
177 |
+
},
|
178 |
+
"25600": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 16,
|
183 |
+
"num_warps": 4,
|
184 |
+
"num_stages": 3
|
185 |
+
},
|
186 |
+
"33792": {
|
187 |
+
"BLOCK_SIZE_M": 128,
|
188 |
+
"BLOCK_SIZE_N": 128,
|
189 |
+
"BLOCK_SIZE_K": 64,
|
190 |
+
"GROUP_SIZE_M": 16,
|
191 |
+
"num_warps": 4,
|
192 |
+
"num_stages": 3
|
193 |
+
},
|
194 |
+
"41984": {
|
195 |
+
"BLOCK_SIZE_M": 128,
|
196 |
+
"BLOCK_SIZE_N": 128,
|
197 |
+
"BLOCK_SIZE_K": 64,
|
198 |
+
"GROUP_SIZE_M": 16,
|
199 |
+
"num_warps": 4,
|
200 |
+
"num_stages": 3
|
201 |
+
},
|
202 |
+
"50176": {
|
203 |
+
"BLOCK_SIZE_M": 128,
|
204 |
+
"BLOCK_SIZE_N": 128,
|
205 |
+
"BLOCK_SIZE_K": 64,
|
206 |
+
"GROUP_SIZE_M": 16,
|
207 |
+
"num_warps": 4,
|
208 |
+
"num_stages": 3
|
209 |
+
},
|
210 |
+
"58368": {
|
211 |
+
"BLOCK_SIZE_M": 128,
|
212 |
+
"BLOCK_SIZE_N": 128,
|
213 |
+
"BLOCK_SIZE_K": 64,
|
214 |
+
"GROUP_SIZE_M": 16,
|
215 |
+
"num_warps": 4,
|
216 |
+
"num_stages": 3
|
217 |
+
}
|
218 |
+
}
|
ext-torch/configs/E=16,N=6400,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,130 @@
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|
|
|
|
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|
|
|
|
|
1 |
+
{
|
2 |
+
"3840": {
|
3 |
+
"BLOCK_SIZE_M": 128,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 8,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"1792": {
|
11 |
+
"BLOCK_SIZE_M": 128,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 8,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"3584": {
|
19 |
+
"BLOCK_SIZE_M": 64,
|
20 |
+
"BLOCK_SIZE_N": 256,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 2
|
25 |
+
},
|
26 |
+
"512": {
|
27 |
+
"BLOCK_SIZE_M": 64,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 2
|
33 |
+
},
|
34 |
+
"3072": {
|
35 |
+
"BLOCK_SIZE_M": 64,
|
36 |
+
"BLOCK_SIZE_N": 256,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 2
|
41 |
+
},
|
42 |
+
"2048": {
|
43 |
+
"BLOCK_SIZE_M": 64,
|
44 |
+
"BLOCK_SIZE_N": 256,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 16,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 2
|
49 |
+
},
|
50 |
+
"2816": {
|
51 |
+
"BLOCK_SIZE_M": 128,
|
52 |
+
"BLOCK_SIZE_N": 256,
|
53 |
+
"BLOCK_SIZE_K": 32,
|
54 |
+
"GROUP_SIZE_M": 32,
|
55 |
+
"num_warps": 8,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"1280": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 256,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
+
"GROUP_SIZE_M": 64,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 2
|
65 |
+
},
|
66 |
+
"768": {
|
67 |
+
"BLOCK_SIZE_M": 128,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"4096": {
|
75 |
+
"BLOCK_SIZE_M": 128,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 8,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"3328": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 256,
|
85 |
+
"BLOCK_SIZE_K": 64,
|
86 |
+
"GROUP_SIZE_M": 32,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"2560": {
|
91 |
+
"BLOCK_SIZE_M": 128,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 8,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"1024": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 32,
|
102 |
+
"GROUP_SIZE_M": 8,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"2304": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 2
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 2
|
121 |
+
},
|
122 |
+
"256": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
}
|
130 |
+
}
|
ext-torch/configs/E=16,N=7168,device_name=NVIDIA_A100-SXM4-80GB,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
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|
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 2
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
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"BLOCK_SIZE_K": 128,
|
38 |
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"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 16,
|
47 |
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"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 128,
|
53 |
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"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 64,
|
55 |
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"num_warps": 8,
|
56 |
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"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
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"BLOCK_SIZE_N": 128,
|
61 |
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"BLOCK_SIZE_K": 256,
|
62 |
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"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 8,
|
64 |
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"num_stages": 3
|
65 |
+
},
|
66 |
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"64": {
|
67 |
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"BLOCK_SIZE_M": 16,
|
68 |
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"BLOCK_SIZE_N": 128,
|
69 |
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"BLOCK_SIZE_K": 256,
|
70 |
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"GROUP_SIZE_M": 1,
|
71 |
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"num_warps": 8,
|
72 |
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"num_stages": 3
|
73 |
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},
|
74 |
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"96": {
|
75 |
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"BLOCK_SIZE_M": 16,
|
76 |
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"BLOCK_SIZE_N": 64,
|
77 |
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"BLOCK_SIZE_K": 256,
|
78 |
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"GROUP_SIZE_M": 64,
|
79 |
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"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 64,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 64,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=7168,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 8,
|
24 |
+
"num_stages": 5
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 2
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 32,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 32,
|
55 |
+
"num_warps": 8,
|
56 |
+
"num_stages": 5
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 256,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 32,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=7168,device_name=NVIDIA_H100_80GB_HBM3,dtype=int8_w8a16.json
ADDED
@@ -0,0 +1,146 @@
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
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"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
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"GROUP_SIZE_M": 64,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 16,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 64,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 5
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 256,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 128,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 256,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 128,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=16,N=800,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,130 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"2048": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 256,
|
5 |
+
"BLOCK_SIZE_K": 32,
|
6 |
+
"GROUP_SIZE_M": 8,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"1792": {
|
11 |
+
"BLOCK_SIZE_M": 128,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 8,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"512": {
|
19 |
+
"BLOCK_SIZE_M": 64,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 8,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"3328": {
|
27 |
+
"BLOCK_SIZE_M": 128,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 64,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 2
|
33 |
+
},
|
34 |
+
"3072": {
|
35 |
+
"BLOCK_SIZE_M": 64,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 2
|
41 |
+
},
|
42 |
+
"2560": {
|
43 |
+
"BLOCK_SIZE_M": 64,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 32,
|
46 |
+
"GROUP_SIZE_M": 8,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"768": {
|
51 |
+
"BLOCK_SIZE_M": 64,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 2
|
57 |
+
},
|
58 |
+
"2816": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 256,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 2
|
65 |
+
},
|
66 |
+
"256": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 32,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"4096": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 256,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"1024": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 256,
|
85 |
+
"BLOCK_SIZE_K": 256,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"2304": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 256,
|
94 |
+
"GROUP_SIZE_M": 8,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 2
|
97 |
+
},
|
98 |
+
"1280": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 64,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 16,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"3840": {
|
107 |
+
"BLOCK_SIZE_M": 16,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 256,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 32,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 256,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 2
|
121 |
+
},
|
122 |
+
"3584": {
|
123 |
+
"BLOCK_SIZE_M": 16,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 32,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
}
|
130 |
+
}
|
ext-torch/configs/E=64,N=1280,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 8,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 5
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 5
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 256,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 2
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 2
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 16,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 1,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=64,N=1280,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 256,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 3
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 3
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 2
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 32,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 16,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 5
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 2
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 256,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 256,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 256,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 256,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=64,N=640,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 64,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 32,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 5
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 2
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 16,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 2
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 128,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 3
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 1,
|
119 |
+
"num_warps": 4,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 4,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 1,
|
135 |
+
"num_warps": 4,
|
136 |
+
"num_stages": 3
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 4,
|
144 |
+
"num_stages": 3
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=64,N=640,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 32,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 3
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 2
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 2
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 16,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 2
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 1,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 3
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 1,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 1,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 1,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=14336,device_name=AMD_Instinct_MI300X.json
ADDED
@@ -0,0 +1,200 @@
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 2,
|
8 |
+
"num_stages": 0,
|
9 |
+
"waves_per_eu": 0,
|
10 |
+
"matrix_instr_nonkdim": 16,
|
11 |
+
"kpack": 1
|
12 |
+
},
|
13 |
+
"2": {
|
14 |
+
"BLOCK_SIZE_M": 16,
|
15 |
+
"BLOCK_SIZE_N": 16,
|
16 |
+
"BLOCK_SIZE_K": 128,
|
17 |
+
"GROUP_SIZE_M": 1,
|
18 |
+
"num_warps": 2,
|
19 |
+
"num_stages": 0,
|
20 |
+
"waves_per_eu": 0,
|
21 |
+
"matrix_instr_nonkdim": 16,
|
22 |
+
"kpack": 2
|
23 |
+
},
|
24 |
+
"4": {
|
25 |
+
"BLOCK_SIZE_M": 16,
|
26 |
+
"BLOCK_SIZE_N": 32,
|
27 |
+
"BLOCK_SIZE_K": 256,
|
28 |
+
"GROUP_SIZE_M": 1,
|
29 |
+
"num_warps": 2,
|
30 |
+
"num_stages": 0,
|
31 |
+
"waves_per_eu": 0,
|
32 |
+
"matrix_instr_nonkdim": 16,
|
33 |
+
"kpack": 2
|
34 |
+
},
|
35 |
+
"8": {
|
36 |
+
"BLOCK_SIZE_M": 16,
|
37 |
+
"BLOCK_SIZE_N": 16,
|
38 |
+
"BLOCK_SIZE_K": 256,
|
39 |
+
"GROUP_SIZE_M": 1,
|
40 |
+
"num_warps": 1,
|
41 |
+
"num_stages": 0,
|
42 |
+
"waves_per_eu": 0,
|
43 |
+
"matrix_instr_nonkdim": 16,
|
44 |
+
"kpack": 2
|
45 |
+
},
|
46 |
+
"16": {
|
47 |
+
"BLOCK_SIZE_M": 16,
|
48 |
+
"BLOCK_SIZE_N": 16,
|
49 |
+
"BLOCK_SIZE_K": 256,
|
50 |
+
"GROUP_SIZE_M": 1,
|
51 |
+
"num_warps": 4,
|
52 |
+
"num_stages": 0,
|
53 |
+
"waves_per_eu": 0,
|
54 |
+
"matrix_instr_nonkdim": 16,
|
55 |
+
"kpack": 2
|
56 |
+
},
|
57 |
+
"24": {
|
58 |
+
"BLOCK_SIZE_M": 16,
|
59 |
+
"BLOCK_SIZE_N": 32,
|
60 |
+
"BLOCK_SIZE_K": 64,
|
61 |
+
"GROUP_SIZE_M": 1,
|
62 |
+
"num_warps": 1,
|
63 |
+
"num_stages": 0,
|
64 |
+
"waves_per_eu": 0,
|
65 |
+
"matrix_instr_nonkdim": 16,
|
66 |
+
"kpack": 2
|
67 |
+
},
|
68 |
+
"32": {
|
69 |
+
"BLOCK_SIZE_M": 16,
|
70 |
+
"BLOCK_SIZE_N": 16,
|
71 |
+
"BLOCK_SIZE_K": 128,
|
72 |
+
"GROUP_SIZE_M": 4,
|
73 |
+
"num_warps": 2,
|
74 |
+
"num_stages": 0,
|
75 |
+
"waves_per_eu": 0,
|
76 |
+
"matrix_instr_nonkdim": 16,
|
77 |
+
"kpack": 1
|
78 |
+
},
|
79 |
+
"48": {
|
80 |
+
"BLOCK_SIZE_M": 16,
|
81 |
+
"BLOCK_SIZE_N": 16,
|
82 |
+
"BLOCK_SIZE_K": 128,
|
83 |
+
"GROUP_SIZE_M": 4,
|
84 |
+
"num_warps": 2,
|
85 |
+
"num_stages": 0,
|
86 |
+
"waves_per_eu": 0,
|
87 |
+
"matrix_instr_nonkdim": 16,
|
88 |
+
"kpack": 2
|
89 |
+
},
|
90 |
+
"64": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 4,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 0,
|
97 |
+
"waves_per_eu": 0,
|
98 |
+
"matrix_instr_nonkdim": 16,
|
99 |
+
"kpack": 2
|
100 |
+
},
|
101 |
+
"96": {
|
102 |
+
"BLOCK_SIZE_M": 32,
|
103 |
+
"BLOCK_SIZE_N": 32,
|
104 |
+
"BLOCK_SIZE_K": 128,
|
105 |
+
"GROUP_SIZE_M": 4,
|
106 |
+
"num_warps": 4,
|
107 |
+
"num_stages": 0,
|
108 |
+
"waves_per_eu": 0,
|
109 |
+
"matrix_instr_nonkdim": 16,
|
110 |
+
"kpack": 2
|
111 |
+
},
|
112 |
+
"128": {
|
113 |
+
"BLOCK_SIZE_M": 64,
|
114 |
+
"BLOCK_SIZE_N": 64,
|
115 |
+
"BLOCK_SIZE_K": 64,
|
116 |
+
"GROUP_SIZE_M": 4,
|
117 |
+
"num_warps": 8,
|
118 |
+
"num_stages": 0,
|
119 |
+
"waves_per_eu": 0,
|
120 |
+
"matrix_instr_nonkdim": 16,
|
121 |
+
"kpack": 2
|
122 |
+
},
|
123 |
+
"256": {
|
124 |
+
"BLOCK_SIZE_M": 128,
|
125 |
+
"BLOCK_SIZE_N": 128,
|
126 |
+
"BLOCK_SIZE_K": 64,
|
127 |
+
"GROUP_SIZE_M": 4,
|
128 |
+
"num_warps": 8,
|
129 |
+
"num_stages": 0,
|
130 |
+
"waves_per_eu": 0,
|
131 |
+
"matrix_instr_nonkdim": 16,
|
132 |
+
"kpack": 1
|
133 |
+
},
|
134 |
+
"512": {
|
135 |
+
"BLOCK_SIZE_M": 128,
|
136 |
+
"BLOCK_SIZE_N": 128,
|
137 |
+
"BLOCK_SIZE_K": 64,
|
138 |
+
"GROUP_SIZE_M": 4,
|
139 |
+
"num_warps": 8,
|
140 |
+
"num_stages": 0,
|
141 |
+
"waves_per_eu": 0,
|
142 |
+
"matrix_instr_nonkdim": 16,
|
143 |
+
"kpack": 2
|
144 |
+
},
|
145 |
+
"1024": {
|
146 |
+
"BLOCK_SIZE_M": 128,
|
147 |
+
"BLOCK_SIZE_N": 128,
|
148 |
+
"BLOCK_SIZE_K": 64,
|
149 |
+
"GROUP_SIZE_M": 1,
|
150 |
+
"num_warps": 8,
|
151 |
+
"num_stages": 0,
|
152 |
+
"waves_per_eu": 0,
|
153 |
+
"matrix_instr_nonkdim": 32,
|
154 |
+
"kpack": 2
|
155 |
+
},
|
156 |
+
"1536": {
|
157 |
+
"BLOCK_SIZE_M": 128,
|
158 |
+
"BLOCK_SIZE_N": 128,
|
159 |
+
"BLOCK_SIZE_K": 64,
|
160 |
+
"GROUP_SIZE_M": 1,
|
161 |
+
"num_warps": 8,
|
162 |
+
"num_stages": 0,
|
163 |
+
"waves_per_eu": 0,
|
164 |
+
"matrix_instr_nonkdim": 16,
|
165 |
+
"kpack": 2
|
166 |
+
},
|
167 |
+
"2048": {
|
168 |
+
"BLOCK_SIZE_M": 128,
|
169 |
+
"BLOCK_SIZE_N": 128,
|
170 |
+
"BLOCK_SIZE_K": 64,
|
171 |
+
"GROUP_SIZE_M": 1,
|
172 |
+
"num_warps": 8,
|
173 |
+
"num_stages": 0,
|
174 |
+
"waves_per_eu": 0,
|
175 |
+
"matrix_instr_nonkdim": 16,
|
176 |
+
"kpack": 2
|
177 |
+
},
|
178 |
+
"3072": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 1,
|
183 |
+
"num_warps": 8,
|
184 |
+
"num_stages": 0,
|
185 |
+
"waves_per_eu": 0,
|
186 |
+
"matrix_instr_nonkdim": 16,
|
187 |
+
"kpack": 1
|
188 |
+
},
|
189 |
+
"4096": {
|
190 |
+
"BLOCK_SIZE_M": 128,
|
191 |
+
"BLOCK_SIZE_N": 128,
|
192 |
+
"BLOCK_SIZE_K": 64,
|
193 |
+
"GROUP_SIZE_M": 1,
|
194 |
+
"num_warps": 8,
|
195 |
+
"num_stages": 0,
|
196 |
+
"waves_per_eu": 0,
|
197 |
+
"matrix_instr_nonkdim": 16,
|
198 |
+
"kpack": 1
|
199 |
+
}
|
200 |
+
}
|
ext-torch/configs/E=8,N=14336,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,138 @@
|
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|
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|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 64,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 64,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 64,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 256,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 3
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 64,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 64,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 64,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 64,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 64,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 256,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 64,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 256,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 2
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 256,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 2
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 128,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 128,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 3
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 128,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 3
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 128,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 3
|
137 |
+
}
|
138 |
+
}
|
ext-torch/configs/E=8,N=1792,device_name=AMD_Instinct_MI300X.json
ADDED
@@ -0,0 +1,200 @@
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
|
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|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 2,
|
8 |
+
"num_stages": 0,
|
9 |
+
"waves_per_eu": 0,
|
10 |
+
"matrix_instr_nonkdim": 16,
|
11 |
+
"kpack": 2
|
12 |
+
},
|
13 |
+
"2": {
|
14 |
+
"BLOCK_SIZE_M": 16,
|
15 |
+
"BLOCK_SIZE_N": 64,
|
16 |
+
"BLOCK_SIZE_K": 128,
|
17 |
+
"GROUP_SIZE_M": 1,
|
18 |
+
"num_warps": 4,
|
19 |
+
"num_stages": 0,
|
20 |
+
"waves_per_eu": 0,
|
21 |
+
"matrix_instr_nonkdim": 16,
|
22 |
+
"kpack": 1
|
23 |
+
},
|
24 |
+
"4": {
|
25 |
+
"BLOCK_SIZE_M": 16,
|
26 |
+
"BLOCK_SIZE_N": 64,
|
27 |
+
"BLOCK_SIZE_K": 128,
|
28 |
+
"GROUP_SIZE_M": 1,
|
29 |
+
"num_warps": 4,
|
30 |
+
"num_stages": 0,
|
31 |
+
"waves_per_eu": 0,
|
32 |
+
"matrix_instr_nonkdim": 16,
|
33 |
+
"kpack": 2
|
34 |
+
},
|
35 |
+
"8": {
|
36 |
+
"BLOCK_SIZE_M": 16,
|
37 |
+
"BLOCK_SIZE_N": 16,
|
38 |
+
"BLOCK_SIZE_K": 256,
|
39 |
+
"GROUP_SIZE_M": 1,
|
40 |
+
"num_warps": 2,
|
41 |
+
"num_stages": 0,
|
42 |
+
"waves_per_eu": 0,
|
43 |
+
"matrix_instr_nonkdim": 16,
|
44 |
+
"kpack": 2
|
45 |
+
},
|
46 |
+
"16": {
|
47 |
+
"BLOCK_SIZE_M": 64,
|
48 |
+
"BLOCK_SIZE_N": 64,
|
49 |
+
"BLOCK_SIZE_K": 64,
|
50 |
+
"GROUP_SIZE_M": 1,
|
51 |
+
"num_warps": 8,
|
52 |
+
"num_stages": 0,
|
53 |
+
"waves_per_eu": 0,
|
54 |
+
"matrix_instr_nonkdim": 16,
|
55 |
+
"kpack": 1
|
56 |
+
},
|
57 |
+
"24": {
|
58 |
+
"BLOCK_SIZE_M": 16,
|
59 |
+
"BLOCK_SIZE_N": 64,
|
60 |
+
"BLOCK_SIZE_K": 64,
|
61 |
+
"GROUP_SIZE_M": 1,
|
62 |
+
"num_warps": 4,
|
63 |
+
"num_stages": 0,
|
64 |
+
"waves_per_eu": 0,
|
65 |
+
"matrix_instr_nonkdim": 16,
|
66 |
+
"kpack": 1
|
67 |
+
},
|
68 |
+
"32": {
|
69 |
+
"BLOCK_SIZE_M": 16,
|
70 |
+
"BLOCK_SIZE_N": 16,
|
71 |
+
"BLOCK_SIZE_K": 256,
|
72 |
+
"GROUP_SIZE_M": 4,
|
73 |
+
"num_warps": 2,
|
74 |
+
"num_stages": 0,
|
75 |
+
"waves_per_eu": 0,
|
76 |
+
"matrix_instr_nonkdim": 16,
|
77 |
+
"kpack": 2
|
78 |
+
},
|
79 |
+
"48": {
|
80 |
+
"BLOCK_SIZE_M": 16,
|
81 |
+
"BLOCK_SIZE_N": 128,
|
82 |
+
"BLOCK_SIZE_K": 64,
|
83 |
+
"GROUP_SIZE_M": 1,
|
84 |
+
"num_warps": 8,
|
85 |
+
"num_stages": 0,
|
86 |
+
"waves_per_eu": 0,
|
87 |
+
"matrix_instr_nonkdim": 16,
|
88 |
+
"kpack": 2
|
89 |
+
},
|
90 |
+
"64": {
|
91 |
+
"BLOCK_SIZE_M": 16,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 2,
|
96 |
+
"num_stages": 0,
|
97 |
+
"waves_per_eu": 0,
|
98 |
+
"matrix_instr_nonkdim": 16,
|
99 |
+
"kpack": 1
|
100 |
+
},
|
101 |
+
"96": {
|
102 |
+
"BLOCK_SIZE_M": 32,
|
103 |
+
"BLOCK_SIZE_N": 32,
|
104 |
+
"BLOCK_SIZE_K": 256,
|
105 |
+
"GROUP_SIZE_M": 4,
|
106 |
+
"num_warps": 4,
|
107 |
+
"num_stages": 0,
|
108 |
+
"waves_per_eu": 0,
|
109 |
+
"matrix_instr_nonkdim": 16,
|
110 |
+
"kpack": 2
|
111 |
+
},
|
112 |
+
"128": {
|
113 |
+
"BLOCK_SIZE_M": 64,
|
114 |
+
"BLOCK_SIZE_N": 64,
|
115 |
+
"BLOCK_SIZE_K": 64,
|
116 |
+
"GROUP_SIZE_M": 4,
|
117 |
+
"num_warps": 8,
|
118 |
+
"num_stages": 0,
|
119 |
+
"waves_per_eu": 0,
|
120 |
+
"matrix_instr_nonkdim": 16,
|
121 |
+
"kpack": 1
|
122 |
+
},
|
123 |
+
"256": {
|
124 |
+
"BLOCK_SIZE_M": 128,
|
125 |
+
"BLOCK_SIZE_N": 128,
|
126 |
+
"BLOCK_SIZE_K": 64,
|
127 |
+
"GROUP_SIZE_M": 4,
|
128 |
+
"num_warps": 8,
|
129 |
+
"num_stages": 0,
|
130 |
+
"waves_per_eu": 0,
|
131 |
+
"matrix_instr_nonkdim": 16,
|
132 |
+
"kpack": 1
|
133 |
+
},
|
134 |
+
"512": {
|
135 |
+
"BLOCK_SIZE_M": 64,
|
136 |
+
"BLOCK_SIZE_N": 64,
|
137 |
+
"BLOCK_SIZE_K": 128,
|
138 |
+
"GROUP_SIZE_M": 1,
|
139 |
+
"num_warps": 8,
|
140 |
+
"num_stages": 0,
|
141 |
+
"waves_per_eu": 0,
|
142 |
+
"matrix_instr_nonkdim": 16,
|
143 |
+
"kpack": 2
|
144 |
+
},
|
145 |
+
"1024": {
|
146 |
+
"BLOCK_SIZE_M": 128,
|
147 |
+
"BLOCK_SIZE_N": 128,
|
148 |
+
"BLOCK_SIZE_K": 64,
|
149 |
+
"GROUP_SIZE_M": 1,
|
150 |
+
"num_warps": 8,
|
151 |
+
"num_stages": 0,
|
152 |
+
"waves_per_eu": 0,
|
153 |
+
"matrix_instr_nonkdim": 16,
|
154 |
+
"kpack": 1
|
155 |
+
},
|
156 |
+
"1536": {
|
157 |
+
"BLOCK_SIZE_M": 128,
|
158 |
+
"BLOCK_SIZE_N": 128,
|
159 |
+
"BLOCK_SIZE_K": 64,
|
160 |
+
"GROUP_SIZE_M": 1,
|
161 |
+
"num_warps": 8,
|
162 |
+
"num_stages": 0,
|
163 |
+
"waves_per_eu": 0,
|
164 |
+
"matrix_instr_nonkdim": 16,
|
165 |
+
"kpack": 1
|
166 |
+
},
|
167 |
+
"2048": {
|
168 |
+
"BLOCK_SIZE_M": 128,
|
169 |
+
"BLOCK_SIZE_N": 128,
|
170 |
+
"BLOCK_SIZE_K": 64,
|
171 |
+
"GROUP_SIZE_M": 1,
|
172 |
+
"num_warps": 8,
|
173 |
+
"num_stages": 0,
|
174 |
+
"waves_per_eu": 0,
|
175 |
+
"matrix_instr_nonkdim": 16,
|
176 |
+
"kpack": 2
|
177 |
+
},
|
178 |
+
"3072": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 1,
|
183 |
+
"num_warps": 8,
|
184 |
+
"num_stages": 0,
|
185 |
+
"waves_per_eu": 0,
|
186 |
+
"matrix_instr_nonkdim": 16,
|
187 |
+
"kpack": 1
|
188 |
+
},
|
189 |
+
"4096": {
|
190 |
+
"BLOCK_SIZE_M": 128,
|
191 |
+
"BLOCK_SIZE_N": 128,
|
192 |
+
"BLOCK_SIZE_K": 64,
|
193 |
+
"GROUP_SIZE_M": 1,
|
194 |
+
"num_warps": 8,
|
195 |
+
"num_stages": 0,
|
196 |
+
"waves_per_eu": 0,
|
197 |
+
"matrix_instr_nonkdim": 16,
|
198 |
+
"kpack": 1
|
199 |
+
}
|
200 |
+
}
|
ext-torch/configs/E=8,N=1792,device_name=NVIDIA_A100-SXM4-40GB.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 256,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 64,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 8,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 8,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 16,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 32,
|
52 |
+
"BLOCK_SIZE_N": 256,
|
53 |
+
"BLOCK_SIZE_K": 64,
|
54 |
+
"GROUP_SIZE_M": 64,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 32,
|
61 |
+
"BLOCK_SIZE_K": 64,
|
62 |
+
"GROUP_SIZE_M": 16,
|
63 |
+
"num_warps": 8,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 256,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 64,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 32,
|
87 |
+
"num_warps": 8,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 64,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=1792,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 256,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 32,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 32,
|
47 |
+
"num_warps": 8,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 32,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 32,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 32,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 32,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 32,
|
69 |
+
"BLOCK_SIZE_K": 256,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 32,
|
77 |
+
"BLOCK_SIZE_K": 64,
|
78 |
+
"GROUP_SIZE_M": 64,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 16,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 64,
|
87 |
+
"num_warps": 8,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 32,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 64,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 32,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=1792,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 32,
|
15 |
+
"num_warps": 8,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 64,
|
23 |
+
"num_warps": 8,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 64,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 256,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 64,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 32,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 64,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 128,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 32,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 64,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 32,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=2048,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 32,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 128,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 128,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 16,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 32,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 32,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=2048,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
|
|
|
|
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|
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|
|
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|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 64,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 16,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 64,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 16,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 5
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 64,
|
20 |
+
"BLOCK_SIZE_N": 256,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 64,
|
28 |
+
"BLOCK_SIZE_N": 256,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 5
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 64,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 32,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 64,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 64,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 16,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 16,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 64,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 16,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 16,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 64,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 5
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 128,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 128,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 128,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 128,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=2048,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 64,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 32,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 16,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 256,
|
37 |
+
"BLOCK_SIZE_K": 64,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 8,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 32,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 8,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 256,
|
69 |
+
"BLOCK_SIZE_K": 64,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 64,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 32,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 32,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=AMD_Instinct_MI300X.json
ADDED
@@ -0,0 +1,200 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 16,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 2,
|
8 |
+
"num_stages": 0,
|
9 |
+
"waves_per_eu": 0,
|
10 |
+
"matrix_instr_nonkdim": 16,
|
11 |
+
"kpack": 1
|
12 |
+
},
|
13 |
+
"2": {
|
14 |
+
"BLOCK_SIZE_M": 16,
|
15 |
+
"BLOCK_SIZE_N": 16,
|
16 |
+
"BLOCK_SIZE_K": 64,
|
17 |
+
"GROUP_SIZE_M": 1,
|
18 |
+
"num_warps": 2,
|
19 |
+
"num_stages": 0,
|
20 |
+
"waves_per_eu": 0,
|
21 |
+
"matrix_instr_nonkdim": 16,
|
22 |
+
"kpack": 2
|
23 |
+
},
|
24 |
+
"4": {
|
25 |
+
"BLOCK_SIZE_M": 16,
|
26 |
+
"BLOCK_SIZE_N": 32,
|
27 |
+
"BLOCK_SIZE_K": 256,
|
28 |
+
"GROUP_SIZE_M": 1,
|
29 |
+
"num_warps": 2,
|
30 |
+
"num_stages": 0,
|
31 |
+
"waves_per_eu": 0,
|
32 |
+
"matrix_instr_nonkdim": 16,
|
33 |
+
"kpack": 2
|
34 |
+
},
|
35 |
+
"8": {
|
36 |
+
"BLOCK_SIZE_M": 16,
|
37 |
+
"BLOCK_SIZE_N": 32,
|
38 |
+
"BLOCK_SIZE_K": 256,
|
39 |
+
"GROUP_SIZE_M": 1,
|
40 |
+
"num_warps": 2,
|
41 |
+
"num_stages": 0,
|
42 |
+
"waves_per_eu": 0,
|
43 |
+
"matrix_instr_nonkdim": 16,
|
44 |
+
"kpack": 2
|
45 |
+
},
|
46 |
+
"16": {
|
47 |
+
"BLOCK_SIZE_M": 16,
|
48 |
+
"BLOCK_SIZE_N": 32,
|
49 |
+
"BLOCK_SIZE_K": 256,
|
50 |
+
"GROUP_SIZE_M": 1,
|
51 |
+
"num_warps": 2,
|
52 |
+
"num_stages": 0,
|
53 |
+
"waves_per_eu": 0,
|
54 |
+
"matrix_instr_nonkdim": 16,
|
55 |
+
"kpack": 2
|
56 |
+
},
|
57 |
+
"24": {
|
58 |
+
"BLOCK_SIZE_M": 16,
|
59 |
+
"BLOCK_SIZE_N": 64,
|
60 |
+
"BLOCK_SIZE_K": 64,
|
61 |
+
"GROUP_SIZE_M": 1,
|
62 |
+
"num_warps": 4,
|
63 |
+
"num_stages": 0,
|
64 |
+
"waves_per_eu": 0,
|
65 |
+
"matrix_instr_nonkdim": 16,
|
66 |
+
"kpack": 1
|
67 |
+
},
|
68 |
+
"32": {
|
69 |
+
"BLOCK_SIZE_M": 16,
|
70 |
+
"BLOCK_SIZE_N": 16,
|
71 |
+
"BLOCK_SIZE_K": 256,
|
72 |
+
"GROUP_SIZE_M": 4,
|
73 |
+
"num_warps": 2,
|
74 |
+
"num_stages": 0,
|
75 |
+
"waves_per_eu": 0,
|
76 |
+
"matrix_instr_nonkdim": 16,
|
77 |
+
"kpack": 2
|
78 |
+
},
|
79 |
+
"48": {
|
80 |
+
"BLOCK_SIZE_M": 16,
|
81 |
+
"BLOCK_SIZE_N": 32,
|
82 |
+
"BLOCK_SIZE_K": 256,
|
83 |
+
"GROUP_SIZE_M": 1,
|
84 |
+
"num_warps": 2,
|
85 |
+
"num_stages": 0,
|
86 |
+
"waves_per_eu": 0,
|
87 |
+
"matrix_instr_nonkdim": 16,
|
88 |
+
"kpack": 2
|
89 |
+
},
|
90 |
+
"64": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 32,
|
93 |
+
"BLOCK_SIZE_K": 256,
|
94 |
+
"GROUP_SIZE_M": 4,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 0,
|
97 |
+
"waves_per_eu": 0,
|
98 |
+
"matrix_instr_nonkdim": 16,
|
99 |
+
"kpack": 2
|
100 |
+
},
|
101 |
+
"96": {
|
102 |
+
"BLOCK_SIZE_M": 32,
|
103 |
+
"BLOCK_SIZE_N": 32,
|
104 |
+
"BLOCK_SIZE_K": 128,
|
105 |
+
"GROUP_SIZE_M": 4,
|
106 |
+
"num_warps": 4,
|
107 |
+
"num_stages": 0,
|
108 |
+
"waves_per_eu": 0,
|
109 |
+
"matrix_instr_nonkdim": 16,
|
110 |
+
"kpack": 1
|
111 |
+
},
|
112 |
+
"128": {
|
113 |
+
"BLOCK_SIZE_M": 64,
|
114 |
+
"BLOCK_SIZE_N": 64,
|
115 |
+
"BLOCK_SIZE_K": 128,
|
116 |
+
"GROUP_SIZE_M": 4,
|
117 |
+
"num_warps": 8,
|
118 |
+
"num_stages": 0,
|
119 |
+
"waves_per_eu": 0,
|
120 |
+
"matrix_instr_nonkdim": 16,
|
121 |
+
"kpack": 1
|
122 |
+
},
|
123 |
+
"256": {
|
124 |
+
"BLOCK_SIZE_M": 128,
|
125 |
+
"BLOCK_SIZE_N": 128,
|
126 |
+
"BLOCK_SIZE_K": 64,
|
127 |
+
"GROUP_SIZE_M": 4,
|
128 |
+
"num_warps": 8,
|
129 |
+
"num_stages": 0,
|
130 |
+
"waves_per_eu": 0,
|
131 |
+
"matrix_instr_nonkdim": 16,
|
132 |
+
"kpack": 1
|
133 |
+
},
|
134 |
+
"512": {
|
135 |
+
"BLOCK_SIZE_M": 64,
|
136 |
+
"BLOCK_SIZE_N": 128,
|
137 |
+
"BLOCK_SIZE_K": 64,
|
138 |
+
"GROUP_SIZE_M": 1,
|
139 |
+
"num_warps": 8,
|
140 |
+
"num_stages": 0,
|
141 |
+
"waves_per_eu": 0,
|
142 |
+
"matrix_instr_nonkdim": 32,
|
143 |
+
"kpack": 2
|
144 |
+
},
|
145 |
+
"1024": {
|
146 |
+
"BLOCK_SIZE_M": 128,
|
147 |
+
"BLOCK_SIZE_N": 128,
|
148 |
+
"BLOCK_SIZE_K": 64,
|
149 |
+
"GROUP_SIZE_M": 1,
|
150 |
+
"num_warps": 8,
|
151 |
+
"num_stages": 0,
|
152 |
+
"waves_per_eu": 0,
|
153 |
+
"matrix_instr_nonkdim": 16,
|
154 |
+
"kpack": 1
|
155 |
+
},
|
156 |
+
"1536": {
|
157 |
+
"BLOCK_SIZE_M": 128,
|
158 |
+
"BLOCK_SIZE_N": 128,
|
159 |
+
"BLOCK_SIZE_K": 64,
|
160 |
+
"GROUP_SIZE_M": 1,
|
161 |
+
"num_warps": 8,
|
162 |
+
"num_stages": 0,
|
163 |
+
"waves_per_eu": 0,
|
164 |
+
"matrix_instr_nonkdim": 16,
|
165 |
+
"kpack": 2
|
166 |
+
},
|
167 |
+
"2048": {
|
168 |
+
"BLOCK_SIZE_M": 128,
|
169 |
+
"BLOCK_SIZE_N": 128,
|
170 |
+
"BLOCK_SIZE_K": 64,
|
171 |
+
"GROUP_SIZE_M": 1,
|
172 |
+
"num_warps": 8,
|
173 |
+
"num_stages": 0,
|
174 |
+
"waves_per_eu": 0,
|
175 |
+
"matrix_instr_nonkdim": 16,
|
176 |
+
"kpack": 1
|
177 |
+
},
|
178 |
+
"3072": {
|
179 |
+
"BLOCK_SIZE_M": 128,
|
180 |
+
"BLOCK_SIZE_N": 128,
|
181 |
+
"BLOCK_SIZE_K": 64,
|
182 |
+
"GROUP_SIZE_M": 1,
|
183 |
+
"num_warps": 8,
|
184 |
+
"num_stages": 0,
|
185 |
+
"waves_per_eu": 0,
|
186 |
+
"matrix_instr_nonkdim": 16,
|
187 |
+
"kpack": 2
|
188 |
+
},
|
189 |
+
"4096": {
|
190 |
+
"BLOCK_SIZE_M": 128,
|
191 |
+
"BLOCK_SIZE_N": 128,
|
192 |
+
"BLOCK_SIZE_K": 64,
|
193 |
+
"GROUP_SIZE_M": 1,
|
194 |
+
"num_warps": 8,
|
195 |
+
"num_stages": 0,
|
196 |
+
"waves_per_eu": 0,
|
197 |
+
"matrix_instr_nonkdim": 16,
|
198 |
+
"kpack": 1
|
199 |
+
}
|
200 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=NVIDIA_A100-SXM4-40GB.json
ADDED
@@ -0,0 +1,146 @@
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|
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|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 64,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 32,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 1,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 256,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 256,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 64,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 64,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 32,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 64,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 64,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 128,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=NVIDIA_A100-SXM4-80GB.json
ADDED
@@ -0,0 +1,146 @@
|
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|
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|
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|
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|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 8,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 64,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
+
"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 128,
|
22 |
+
"GROUP_SIZE_M": 32,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 256,
|
38 |
+
"GROUP_SIZE_M": 64,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 16,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 256,
|
46 |
+
"GROUP_SIZE_M": 1,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 16,
|
52 |
+
"BLOCK_SIZE_N": 128,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 16,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 64,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 32,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 16,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 32,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 64,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 128,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 16,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 128,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 128,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 32,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=NVIDIA_H100_80GB_HBM3,dtype=fp8_w8a8.json
ADDED
@@ -0,0 +1,146 @@
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|
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 64,
|
4 |
+
"BLOCK_SIZE_N": 128,
|
5 |
+
"BLOCK_SIZE_K": 128,
|
6 |
+
"GROUP_SIZE_M": 32,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 5
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 64,
|
12 |
+
"BLOCK_SIZE_N": 128,
|
13 |
+
"BLOCK_SIZE_K": 128,
|
14 |
+
"GROUP_SIZE_M": 1,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 64,
|
20 |
+
"BLOCK_SIZE_N": 128,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
+
"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
+
"8": {
|
27 |
+
"BLOCK_SIZE_M": 64,
|
28 |
+
"BLOCK_SIZE_N": 128,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 32,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 64,
|
36 |
+
"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
+
"GROUP_SIZE_M": 1,
|
39 |
+
"num_warps": 4,
|
40 |
+
"num_stages": 3
|
41 |
+
},
|
42 |
+
"24": {
|
43 |
+
"BLOCK_SIZE_M": 64,
|
44 |
+
"BLOCK_SIZE_N": 64,
|
45 |
+
"BLOCK_SIZE_K": 128,
|
46 |
+
"GROUP_SIZE_M": 64,
|
47 |
+
"num_warps": 4,
|
48 |
+
"num_stages": 3
|
49 |
+
},
|
50 |
+
"32": {
|
51 |
+
"BLOCK_SIZE_M": 64,
|
52 |
+
"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
+
"GROUP_SIZE_M": 64,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 3
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 64,
|
60 |
+
"BLOCK_SIZE_N": 64,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 16,
|
63 |
+
"num_warps": 4,
|
64 |
+
"num_stages": 3
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 64,
|
68 |
+
"BLOCK_SIZE_N": 64,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 3
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 64,
|
76 |
+
"BLOCK_SIZE_N": 64,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 1,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 3
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 64,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 3
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 64,
|
92 |
+
"BLOCK_SIZE_N": 128,
|
93 |
+
"BLOCK_SIZE_K": 128,
|
94 |
+
"GROUP_SIZE_M": 16,
|
95 |
+
"num_warps": 4,
|
96 |
+
"num_stages": 3
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 128,
|
100 |
+
"BLOCK_SIZE_N": 256,
|
101 |
+
"BLOCK_SIZE_K": 128,
|
102 |
+
"GROUP_SIZE_M": 16,
|
103 |
+
"num_warps": 8,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 128,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 128,
|
110 |
+
"GROUP_SIZE_M": 32,
|
111 |
+
"num_warps": 8,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 128,
|
118 |
+
"GROUP_SIZE_M": 16,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 128,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 128,
|
134 |
+
"GROUP_SIZE_M": 16,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 128,
|
142 |
+
"GROUP_SIZE_M": 16,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=NVIDIA_H100_80GB_HBM3.json
ADDED
@@ -0,0 +1,146 @@
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|
|
|
|
|
|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 64,
|
5 |
+
"BLOCK_SIZE_K": 256,
|
6 |
+
"GROUP_SIZE_M": 64,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_stages": 4
|
9 |
+
},
|
10 |
+
"2": {
|
11 |
+
"BLOCK_SIZE_M": 16,
|
12 |
+
"BLOCK_SIZE_N": 256,
|
13 |
+
"BLOCK_SIZE_K": 64,
|
14 |
+
"GROUP_SIZE_M": 32,
|
15 |
+
"num_warps": 4,
|
16 |
+
"num_stages": 4
|
17 |
+
},
|
18 |
+
"4": {
|
19 |
+
"BLOCK_SIZE_M": 16,
|
20 |
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"BLOCK_SIZE_N": 64,
|
21 |
+
"BLOCK_SIZE_K": 256,
|
22 |
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"GROUP_SIZE_M": 16,
|
23 |
+
"num_warps": 4,
|
24 |
+
"num_stages": 4
|
25 |
+
},
|
26 |
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"8": {
|
27 |
+
"BLOCK_SIZE_M": 16,
|
28 |
+
"BLOCK_SIZE_N": 64,
|
29 |
+
"BLOCK_SIZE_K": 128,
|
30 |
+
"GROUP_SIZE_M": 1,
|
31 |
+
"num_warps": 4,
|
32 |
+
"num_stages": 4
|
33 |
+
},
|
34 |
+
"16": {
|
35 |
+
"BLOCK_SIZE_M": 16,
|
36 |
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"BLOCK_SIZE_N": 64,
|
37 |
+
"BLOCK_SIZE_K": 128,
|
38 |
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"GROUP_SIZE_M": 1,
|
39 |
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"num_warps": 4,
|
40 |
+
"num_stages": 4
|
41 |
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},
|
42 |
+
"24": {
|
43 |
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"BLOCK_SIZE_M": 16,
|
44 |
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"BLOCK_SIZE_N": 64,
|
45 |
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"BLOCK_SIZE_K": 128,
|
46 |
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|
47 |
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"num_warps": 4,
|
48 |
+
"num_stages": 4
|
49 |
+
},
|
50 |
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"32": {
|
51 |
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"BLOCK_SIZE_M": 16,
|
52 |
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"BLOCK_SIZE_N": 64,
|
53 |
+
"BLOCK_SIZE_K": 128,
|
54 |
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"GROUP_SIZE_M": 1,
|
55 |
+
"num_warps": 4,
|
56 |
+
"num_stages": 4
|
57 |
+
},
|
58 |
+
"48": {
|
59 |
+
"BLOCK_SIZE_M": 32,
|
60 |
+
"BLOCK_SIZE_N": 128,
|
61 |
+
"BLOCK_SIZE_K": 128,
|
62 |
+
"GROUP_SIZE_M": 1,
|
63 |
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"num_warps": 4,
|
64 |
+
"num_stages": 4
|
65 |
+
},
|
66 |
+
"64": {
|
67 |
+
"BLOCK_SIZE_M": 32,
|
68 |
+
"BLOCK_SIZE_N": 128,
|
69 |
+
"BLOCK_SIZE_K": 128,
|
70 |
+
"GROUP_SIZE_M": 1,
|
71 |
+
"num_warps": 4,
|
72 |
+
"num_stages": 4
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 128,
|
77 |
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"BLOCK_SIZE_K": 128,
|
78 |
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"GROUP_SIZE_M": 32,
|
79 |
+
"num_warps": 4,
|
80 |
+
"num_stages": 4
|
81 |
+
},
|
82 |
+
"128": {
|
83 |
+
"BLOCK_SIZE_M": 64,
|
84 |
+
"BLOCK_SIZE_N": 128,
|
85 |
+
"BLOCK_SIZE_K": 128,
|
86 |
+
"GROUP_SIZE_M": 1,
|
87 |
+
"num_warps": 4,
|
88 |
+
"num_stages": 4
|
89 |
+
},
|
90 |
+
"256": {
|
91 |
+
"BLOCK_SIZE_M": 128,
|
92 |
+
"BLOCK_SIZE_N": 256,
|
93 |
+
"BLOCK_SIZE_K": 64,
|
94 |
+
"GROUP_SIZE_M": 1,
|
95 |
+
"num_warps": 8,
|
96 |
+
"num_stages": 4
|
97 |
+
},
|
98 |
+
"512": {
|
99 |
+
"BLOCK_SIZE_M": 64,
|
100 |
+
"BLOCK_SIZE_N": 128,
|
101 |
+
"BLOCK_SIZE_K": 64,
|
102 |
+
"GROUP_SIZE_M": 32,
|
103 |
+
"num_warps": 4,
|
104 |
+
"num_stages": 4
|
105 |
+
},
|
106 |
+
"1024": {
|
107 |
+
"BLOCK_SIZE_M": 64,
|
108 |
+
"BLOCK_SIZE_N": 256,
|
109 |
+
"BLOCK_SIZE_K": 64,
|
110 |
+
"GROUP_SIZE_M": 64,
|
111 |
+
"num_warps": 4,
|
112 |
+
"num_stages": 4
|
113 |
+
},
|
114 |
+
"1536": {
|
115 |
+
"BLOCK_SIZE_M": 128,
|
116 |
+
"BLOCK_SIZE_N": 256,
|
117 |
+
"BLOCK_SIZE_K": 64,
|
118 |
+
"GROUP_SIZE_M": 64,
|
119 |
+
"num_warps": 8,
|
120 |
+
"num_stages": 4
|
121 |
+
},
|
122 |
+
"2048": {
|
123 |
+
"BLOCK_SIZE_M": 128,
|
124 |
+
"BLOCK_SIZE_N": 256,
|
125 |
+
"BLOCK_SIZE_K": 64,
|
126 |
+
"GROUP_SIZE_M": 64,
|
127 |
+
"num_warps": 8,
|
128 |
+
"num_stages": 4
|
129 |
+
},
|
130 |
+
"3072": {
|
131 |
+
"BLOCK_SIZE_M": 128,
|
132 |
+
"BLOCK_SIZE_N": 256,
|
133 |
+
"BLOCK_SIZE_K": 64,
|
134 |
+
"GROUP_SIZE_M": 64,
|
135 |
+
"num_warps": 8,
|
136 |
+
"num_stages": 4
|
137 |
+
},
|
138 |
+
"4096": {
|
139 |
+
"BLOCK_SIZE_M": 128,
|
140 |
+
"BLOCK_SIZE_N": 256,
|
141 |
+
"BLOCK_SIZE_K": 64,
|
142 |
+
"GROUP_SIZE_M": 1,
|
143 |
+
"num_warps": 8,
|
144 |
+
"num_stages": 4
|
145 |
+
}
|
146 |
+
}
|
ext-torch/configs/E=8,N=3584,device_name=NVIDIA_L40S.json
ADDED
@@ -0,0 +1,173 @@
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|
1 |
+
{
|
2 |
+
"1": {
|
3 |
+
"BLOCK_SIZE_M": 16,
|
4 |
+
"BLOCK_SIZE_N": 32,
|
5 |
+
"BLOCK_SIZE_K": 64,
|
6 |
+
"GROUP_SIZE_M": 1,
|
7 |
+
"num_warps": 4,
|
8 |
+
"num_ctas": 1,
|
9 |
+
"num_stages": 2
|
10 |
+
},
|
11 |
+
"2": {
|
12 |
+
"BLOCK_SIZE_M": 32,
|
13 |
+
"BLOCK_SIZE_N": 64,
|
14 |
+
"BLOCK_SIZE_K": 32,
|
15 |
+
"GROUP_SIZE_M": 2,
|
16 |
+
"num_warps": 4,
|
17 |
+
"num_ctas": 1,
|
18 |
+
"num_stages": 7
|
19 |
+
},
|
20 |
+
"4": {
|
21 |
+
"BLOCK_SIZE_M": 32,
|
22 |
+
"BLOCK_SIZE_N": 128,
|
23 |
+
"BLOCK_SIZE_K": 32,
|
24 |
+
"GROUP_SIZE_M": 128,
|
25 |
+
"num_warps": 2,
|
26 |
+
"num_ctas": 1,
|
27 |
+
"num_stages": 4
|
28 |
+
},
|
29 |
+
"8": {
|
30 |
+
"BLOCK_SIZE_M": 16,
|
31 |
+
"BLOCK_SIZE_N": 32,
|
32 |
+
"BLOCK_SIZE_K": 256,
|
33 |
+
"GROUP_SIZE_M": 1,
|
34 |
+
"num_warps": 2,
|
35 |
+
"num_ctas": 1,
|
36 |
+
"num_stages": 1
|
37 |
+
},
|
38 |
+
"16": {
|
39 |
+
"BLOCK_SIZE_M": 16,
|
40 |
+
"BLOCK_SIZE_N": 32,
|
41 |
+
"BLOCK_SIZE_K": 256,
|
42 |
+
"GROUP_SIZE_M": 1,
|
43 |
+
"num_warps": 2,
|
44 |
+
"num_ctas": 1,
|
45 |
+
"num_stages": 1
|
46 |
+
},
|
47 |
+
"32": {
|
48 |
+
"BLOCK_SIZE_M": 16,
|
49 |
+
"BLOCK_SIZE_N": 256,
|
50 |
+
"BLOCK_SIZE_K": 128,
|
51 |
+
"GROUP_SIZE_M": 2,
|
52 |
+
"num_warps": 4,
|
53 |
+
"num_ctas": 1,
|
54 |
+
"num_stages": 2
|
55 |
+
},
|
56 |
+
"48": {
|
57 |
+
"BLOCK_SIZE_M": 16,
|
58 |
+
"BLOCK_SIZE_N": 256,
|
59 |
+
"BLOCK_SIZE_K": 128,
|
60 |
+
"GROUP_SIZE_M": 2,
|
61 |
+
"num_warps": 4,
|
62 |
+
"num_ctas": 1,
|
63 |
+
"num_stages": 2
|
64 |
+
},
|
65 |
+
"64": {
|
66 |
+
"BLOCK_SIZE_M": 16,
|
67 |
+
"BLOCK_SIZE_N": 256,
|
68 |
+
"BLOCK_SIZE_K": 128,
|
69 |
+
"GROUP_SIZE_M": 2,
|
70 |
+
"num_warps": 4,
|
71 |
+
"num_ctas": 1,
|
72 |
+
"num_stages": 2
|
73 |
+
},
|
74 |
+
"96": {
|
75 |
+
"BLOCK_SIZE_M": 32,
|
76 |
+
"BLOCK_SIZE_N": 256,
|
77 |
+
"BLOCK_SIZE_K": 128,
|
78 |
+
"GROUP_SIZE_M": 8,
|
79 |
+
"num_warps": 8,
|
80 |
+
"num_ctas": 1,
|
81 |
+
"num_stages": 2
|
82 |
+
},
|
83 |
+
"128": {
|
84 |
+
"BLOCK_SIZE_M": 32,
|
85 |
+
"BLOCK_SIZE_N": 256,
|
86 |
+
"BLOCK_SIZE_K": 128,
|
87 |
+
"GROUP_SIZE_M": 8,
|
88 |
+
"num_warps": 8,
|
89 |
+
"num_ctas": 1,
|
90 |
+
"num_stages": 2
|
91 |
+
},
|
92 |
+
"192": {
|
93 |
+
"BLOCK_SIZE_M": 32,
|
94 |
+
"BLOCK_SIZE_N": 256,
|
95 |
+
"BLOCK_SIZE_K": 128,
|
96 |
+
"GROUP_SIZE_M": 8,
|
97 |
+
"num_warps": 8,
|
98 |
+
"num_ctas": 1,
|
99 |
+
"num_stages": 2
|
100 |
+
},
|
101 |
+
"256": {
|
102 |
+
"BLOCK_SIZE_M": 64,
|
103 |
+
"BLOCK_SIZE_N": 256,
|
104 |
+
"BLOCK_SIZE_K": 128,
|
105 |
+
"GROUP_SIZE_M": 1,
|
106 |
+
"num_warps": 16,
|
107 |
+
"num_ctas": 1,
|
108 |
+
"num_stages": 2
|
109 |
+
},
|
110 |
+
"512": {
|
111 |
+
"BLOCK_SIZE_M": 32,
|
112 |
+
"BLOCK_SIZE_N": 32,
|
113 |
+
"BLOCK_SIZE_K": 64,
|
114 |
+
"GROUP_SIZE_M": 128,
|
115 |
+
"num_warps": 2,
|
116 |
+
"num_ctas": 1,
|
117 |
+
"num_stages": 8
|
118 |
+
},
|
119 |
+
"1024": {
|
120 |
+
"BLOCK_SIZE_M": 64,
|
121 |
+
"BLOCK_SIZE_N": 128,
|
122 |
+
"BLOCK_SIZE_K": 128,
|
123 |
+
"GROUP_SIZE_M": 4,
|
124 |
+
"num_warps": 8,
|
125 |
+
"num_ctas": 1,
|
126 |
+
"num_stages": 3
|
127 |
+
},
|
128 |
+
"2048": {
|
129 |
+
"BLOCK_SIZE_M": 64,
|
130 |
+
"BLOCK_SIZE_N": 256,
|
131 |
+
"BLOCK_SIZE_K": 128,
|
132 |
+
"GROUP_SIZE_M": 1,
|
133 |
+
"num_warps": 16,
|
134 |
+
"num_ctas": 1,
|
135 |
+
"num_stages": 2
|
136 |
+
},
|
137 |
+
"3072": {
|
138 |
+
"BLOCK_SIZE_M": 64,
|
139 |
+
"BLOCK_SIZE_N": 256,
|
140 |
+
"BLOCK_SIZE_K": 128,
|
141 |
+
"GROUP_SIZE_M": 1,
|
142 |
+
"num_warps": 16,
|
143 |
+
"num_ctas": 1,
|
144 |
+
"num_stages": 2
|
145 |
+
},
|
146 |
+
"4096": {
|
147 |
+
"BLOCK_SIZE_M": 128,
|
148 |
+
"BLOCK_SIZE_N": 256,
|
149 |
+
"BLOCK_SIZE_K": 32,
|
150 |
+
"GROUP_SIZE_M": 64,
|
151 |
+
"num_warps": 8,
|
152 |
+
"num_ctas": 1,
|
153 |
+
"num_stages": 2
|
154 |
+
},
|
155 |
+
"6144": {
|
156 |
+
"BLOCK_SIZE_M": 128,
|
157 |
+
"BLOCK_SIZE_N": 256,
|
158 |
+
"BLOCK_SIZE_K": 32,
|
159 |
+
"GROUP_SIZE_M": 64,
|
160 |
+
"num_warps": 8,
|
161 |
+
"num_ctas": 1,
|
162 |
+
"num_stages": 2
|
163 |
+
},
|
164 |
+
"8192": {
|
165 |
+
"BLOCK_SIZE_M": 64,
|
166 |
+
"BLOCK_SIZE_N": 256,
|
167 |
+
"BLOCK_SIZE_K": 128,
|
168 |
+
"GROUP_SIZE_M": 1,
|
169 |
+
"num_warps": 16,
|
170 |
+
"num_ctas": 1,
|
171 |
+
"num_stages": 2
|
172 |
+
}
|
173 |
+
}
|